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Inferences for Exponentiated Gamma Constant-Stress Partially Accelerated Life Test Model Based on Generalized Type-I Hybrid Censored Data
In this paper, the exponentiated gamma distribution (EGD) with generalized Type-I hybrid censored data under constant-stress partially accelerated life test (CSPALT) model is considered. The Bayesian and E-Bayesian estimation methods, as well as the maximum likelihood estimation method, are discusse...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8723851/ https://www.ncbi.nlm.nih.gov/pubmed/34987567 http://dx.doi.org/10.1155/2021/5424630 |
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author | Rabie, Abdalla Ahmad, Abd-EL-Baset A. Barry, Thierno Souleymane Aljohani, Hassan M. Alfaer, Nada M. Alghamdi, Abdulaziz S. |
author_facet | Rabie, Abdalla Ahmad, Abd-EL-Baset A. Barry, Thierno Souleymane Aljohani, Hassan M. Alfaer, Nada M. Alghamdi, Abdulaziz S. |
author_sort | Rabie, Abdalla |
collection | PubMed |
description | In this paper, the exponentiated gamma distribution (EGD) with generalized Type-I hybrid censored data under constant-stress partially accelerated life test (CSPALT) model is considered. The Bayesian and E-Bayesian estimation methods, as well as the maximum likelihood estimation method, are discussed for the parameter of the distribution and the acceleration factor. The E-Bayesian and Bayesian estimates are derived by using the squared error loss (SEL) and the LINEX loss functions. The MCMC method is applied for deriving the Bayesian and then E-Bayesian estimates. Moreover, a real data set is given for the illustrative purpose. After all, an evaluation is performed for the results of the proposed methods. |
format | Online Article Text |
id | pubmed-8723851 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-87238512022-01-04 Inferences for Exponentiated Gamma Constant-Stress Partially Accelerated Life Test Model Based on Generalized Type-I Hybrid Censored Data Rabie, Abdalla Ahmad, Abd-EL-Baset A. Barry, Thierno Souleymane Aljohani, Hassan M. Alfaer, Nada M. Alghamdi, Abdulaziz S. Comput Intell Neurosci Research Article In this paper, the exponentiated gamma distribution (EGD) with generalized Type-I hybrid censored data under constant-stress partially accelerated life test (CSPALT) model is considered. The Bayesian and E-Bayesian estimation methods, as well as the maximum likelihood estimation method, are discussed for the parameter of the distribution and the acceleration factor. The E-Bayesian and Bayesian estimates are derived by using the squared error loss (SEL) and the LINEX loss functions. The MCMC method is applied for deriving the Bayesian and then E-Bayesian estimates. Moreover, a real data set is given for the illustrative purpose. After all, an evaluation is performed for the results of the proposed methods. Hindawi 2021-12-27 /pmc/articles/PMC8723851/ /pubmed/34987567 http://dx.doi.org/10.1155/2021/5424630 Text en Copyright © 2021 Abdalla Rabie et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Rabie, Abdalla Ahmad, Abd-EL-Baset A. Barry, Thierno Souleymane Aljohani, Hassan M. Alfaer, Nada M. Alghamdi, Abdulaziz S. Inferences for Exponentiated Gamma Constant-Stress Partially Accelerated Life Test Model Based on Generalized Type-I Hybrid Censored Data |
title | Inferences for Exponentiated Gamma Constant-Stress Partially Accelerated Life Test Model Based on Generalized Type-I Hybrid Censored Data |
title_full | Inferences for Exponentiated Gamma Constant-Stress Partially Accelerated Life Test Model Based on Generalized Type-I Hybrid Censored Data |
title_fullStr | Inferences for Exponentiated Gamma Constant-Stress Partially Accelerated Life Test Model Based on Generalized Type-I Hybrid Censored Data |
title_full_unstemmed | Inferences for Exponentiated Gamma Constant-Stress Partially Accelerated Life Test Model Based on Generalized Type-I Hybrid Censored Data |
title_short | Inferences for Exponentiated Gamma Constant-Stress Partially Accelerated Life Test Model Based on Generalized Type-I Hybrid Censored Data |
title_sort | inferences for exponentiated gamma constant-stress partially accelerated life test model based on generalized type-i hybrid censored data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8723851/ https://www.ncbi.nlm.nih.gov/pubmed/34987567 http://dx.doi.org/10.1155/2021/5424630 |
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